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Egan, Edward J., Anne Dayton, and Diana Carranza. 2017. "The Top 100 U.S. Startup Cities in 2016". ice University’s Baker Institute for Public Policy, Houston, Texas. [https://www.bakerinstitute.org/media/files/files/38132e23/mcnair-pub-rankinguscities-122117.pdf pdf]
 
Egan, Edward J. (2018), "2017 U.S. Startup City Rankings", Available from www.edegan.com
 
Egan, Edward J. (2018), "2018 Q1&2 U.S. Startup City Rankings", Available from www.edegan.com

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